A cost-effective manufacturing process recognition approach based on deep transfer learning for CPS enabled shop-floor.
Bufan LiuYingfeng ZhangJingxiang LvArfan MajeedChun-Hsien ChenDang ZhangPublished in: Robotics Comput. Integr. Manuf. (2021)
Keyphrases
- cost effective
- transfer learning
- manufacturing process
- shop floor
- manufacturing systems
- material handling
- quality control
- process control
- low cost
- labeled data
- machine learning
- active learning
- reinforcement learning
- text classification
- complex systems
- petri net
- learning algorithm
- product design
- control system
- real time
- semi supervised learning
- collaborative filtering
- text categorization
- machine learning algorithms
- discrete event
- text mining
- computer vision
- machine vision
- decision trees
- case study
- dynamically changing
- product quality
- cooperative
- pairwise
- unsupervised learning